[HTML][HTML] Clinical practice guideline for endoscopic resection of early gastrointestinal cancer
CH Park, DH Yang, JW Kim, JH Kim, JH Kim… - Intestinal …, 2021 - ncbi.nlm.nih.gov
Although surgery was the standard treatment for early gastrointestinal cancers, endoscopic
resection is now a standard treatment for early gastrointestinal cancers without regional …
resection is now a standard treatment for early gastrointestinal cancers without regional …
Learning transferable visual models from natural language supervision
State-of-the-art computer vision systems are trained to predict a fixed set of predetermined
object categories. This restricted form of supervision limits their generality and usability since …
object categories. This restricted form of supervision limits their generality and usability since …
Privacy-preserving mechanisms for location privacy in mobile crowdsensing: A survey
With the advancement in communication techniques and sensor technologies, mobile
crowdsensing (MCS)—one of the most successful applications of crowdsourcing—has …
crowdsensing (MCS)—one of the most successful applications of crowdsourcing—has …
Robust speech recognition via large-scale weak supervision
We study the capabilities of speech processing systems trained simply to predict large
amounts of transcripts of audio on the internet. When scaled to 680,000 hours of multilingual …
amounts of transcripts of audio on the internet. When scaled to 680,000 hours of multilingual …
A survey of differential privacy-based techniques and their applicability to location-based services
The widespread use of mobile devices such as smartphones, tablets, and smartwatches has
led users to constantly generate various location data during their daily activities …
led users to constantly generate various location data during their daily activities …
Robust fine-tuning of zero-shot models
Large pre-trained models such as CLIP or ALIGN offer consistent accuracy across a range of
data distributions when performing zero-shot inference (ie, without fine-tuning on a specific …
data distributions when performing zero-shot inference (ie, without fine-tuning on a specific …
Gpt-4 technical report
We report the development of GPT-4, a large-scale, multimodal model which can accept
image and text inputs and produce text outputs. While less capable than humans in many …
image and text inputs and produce text outputs. While less capable than humans in many …
[PDF][PDF] Jukebox: A generative model for music
P Dhariwal, H Jun, C Payne, JW Kim… - arXiv preprint arXiv …, 2020 - assets.pubpub.org
We introduce Jukebox, a model that generates music with singing in the raw audio domain.
We tackle the long context of raw audio using a multiscale VQ-VAE to compress it to discrete …
We tackle the long context of raw audio using a multiscale VQ-VAE to compress it to discrete …
Text and code embeddings by contrastive pre-training
Text embeddings are useful features in many applications such as semantic search and
computing text similarity. Previous work typically trains models customized for different use …
computing text similarity. Previous work typically trains models customized for different use …
A melanoma cell state distinction influences sensitivity to MAPK pathway inhibitors
DJ Konieczkowski, CM Johannessen, O Abudayyeh… - Cancer discovery, 2014 - AACR
Most melanomas harbor oncogenic BRAFV600 mutations, which constitutively activate the
MAPK pathway. Although MAPK pathway inhibitors show clinical benefit in BRAFV600 …
MAPK pathway. Although MAPK pathway inhibitors show clinical benefit in BRAFV600 …